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A federated learning framework based on transfer learning and knowledge distillation for targeted advertising

The rise of targeted advertising has led to frequent privacy data leaks, as advertisers are reluctant to share information to safeguard their interests. This has resulted in isolated data islands and model heterogeneity challenges. To address these issues, we have proposed a C-means clustering algor...

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Detalles Bibliográficos
Autores principales: Su, Caiyu, Wei, Jinri, Lei, Yuan, Li, Jiahui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10495998/
https://www.ncbi.nlm.nih.gov/pubmed/37705669
http://dx.doi.org/10.7717/peerj-cs.1496